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A novel chaos-based approach in conjunction with MR-SVD and pairing function for generating visually meaningful cipher images
- Source :
- Multimedia Tools and Applications. 79:25115-25142
- Publication Year :
- 2020
- Publisher :
- Springer Science and Business Media LLC, 2020.
-
Abstract
- For secure transmission of digital images, existing cryptographic algorithms transform images into a noise-like appearance. One obvious inference that an adversary could draw is that the noise-like texture is a cipher, prompting to apply classical cryptanalysis. This article proposes an efficient algorithm that produces a visually coherent and meaningful cipher image to bypass the cryptanalysis. In the partial-encryption phase, the Arnold-3D map drives the permutation mechanism, whereas the implementation of the diffusion phase is done by harnessing the iterates of the chaotic Logistic map. The partial cipher is compressed using a Cantor-like pairing function that does a 4 to 1 pixel encoding to facilitate embedding. The embedding phase is implemented in the spatial domain by applying Multi-resolution singular value decomposition on the reference image and replacing the vertical, horizontal, diagonal sub-band with the encoded cipher. The encoding of pixels facilitates the transmission of the visually meaningful cipher image to be of the same size as the original image rather than four-times the original image as reported in earlier schemes. Simulation results confirm the security of the scheme.
- Subjects :
- Computer Networks and Communications
business.industry
Computer science
020207 software engineering
Cryptography
Data_CODINGANDINFORMATIONTHEORY
02 engineering and technology
Adversary
Image (mathematics)
law.invention
Cipher
Hardware and Architecture
law
Computer Science::Computer Vision and Pattern Recognition
0202 electrical engineering, electronic engineering, information engineering
Media Technology
Pairing function
business
Cryptanalysis
Secure transmission
Algorithm
Software
Computer Science::Cryptography and Security
Subjects
Details
- ISSN :
- 15737721 and 13807501
- Volume :
- 79
- Database :
- OpenAIRE
- Journal :
- Multimedia Tools and Applications
- Accession number :
- edsair.doi...........63136d6b79114845c24f42a34a261feb
- Full Text :
- https://doi.org/10.1007/s11042-020-09034-x